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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.
FMNL3 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
5.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 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.
FMNL3 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
15.3
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
FMNL3 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FMNL3 is potential prognostic, high expression is favorable 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
41.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
