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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.
FMNL2 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
FMNL2 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
23.0
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
126.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
52.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
FMNL2 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
11.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
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.
FMNL2 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
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Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
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Tumor
0.2
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Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Normal
0.1
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Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
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Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
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Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
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Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
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Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
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Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
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Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
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Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
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
