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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.
FIGNL1 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 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.
FIGNL1 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
13.6
Number of samples
486
Samples
Sample
Description
TPM
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
FIGNL1 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
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.
FIGNL1 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
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
4.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
