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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.
FLNC 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
7.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
67.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
67.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
48.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
47.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
43.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 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.
FLNC 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
131.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
93.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
64.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
62.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
57.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
54.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
54.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
51.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
51.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
50.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
47.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
44.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
5.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
4.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
4.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
4.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
4.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
4.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
4.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
4.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
4.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
4.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
4.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
3.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
3.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
3.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
3.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
3.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
3.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
3.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
3.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
3.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
3.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
2.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
2.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
2.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
2.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
2.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
2.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
2.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
2.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
2.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
1.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
1.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
1.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
1.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
1.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
1.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
1.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
1.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
1.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
1.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
1.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
0.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
FLNC 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
72.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
FLNC 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
13.9
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
136.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
107.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
96.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
92.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
90.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
90.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
71.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
55.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
51.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
44.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
5.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
4.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
4.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
4.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
3.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
3.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
3.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
3.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
3.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
3.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
3.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
3.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
2.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
2.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
2.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
2.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
2.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
2.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
2.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
2.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
1.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
1.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
1.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
2.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
2.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
2.0
1c070992-647b-4173-a481-904c4d_D2
Normal
1.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.1
41a04113-2061-4923-bca5-da586c_D2
Normal
1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.0
963fc8db-f412-4427-a198-23f660_D2
Normal
1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.9
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.9
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.9
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.9
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.9
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.9
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.9
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-1.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.9
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-2.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-2.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-2.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-2.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-2.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-2.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-2.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-2.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-2.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-2.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-2.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-2.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-2.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-2.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
