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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.
SEC22B 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
SEC22B 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
22.4
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SEC22B 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEC22B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
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Normal
0.2
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Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
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Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
