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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.
SDE2 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
SDE2 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
11.6
Number of samples
486
Samples
Sample
Description
TPM
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.6
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.
SDE2 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
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
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.
SDE2 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
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
