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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.
FMNL1 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
40.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 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.
FMNL1 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
17.8
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
53.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
51.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
49.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
49.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
46.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
45.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
44.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
FMNL1 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
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.
FMNL1 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
17.2
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
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Tumor
0.5
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Tumor
0.5
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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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
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Normal
0.3
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Tumor
0.3
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Normal
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
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
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
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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
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Normal
0.2
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Tumor
0.2
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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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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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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
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
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Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
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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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
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Normal
-0.1
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Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
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Normal
-0.3
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Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
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Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
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Normal
-0.4
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Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
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Normal
-0.4
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Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
