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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.
EXOC6 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
10.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOC6 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
486
Samples
Sample
Description
TPM
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
4.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOC6 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
9.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EXOC6 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
9.8
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-3.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-6.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
