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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.
MYO18A 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
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
53.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
MYO18A 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
31.2
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
99.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
72.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
68.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
59.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
59.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
58.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
55.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
55.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
54.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
53.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
52.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
52.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
51.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
51.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
51.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
50.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
50.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
50.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
50.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
49.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
48.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
47.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
47.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
47.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
46.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
46.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
45.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
43.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
43.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
43.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
40.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
40.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
39.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
39.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
34.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
MYO18A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
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.
MYO18A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.9
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
60.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
54.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
53.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
52.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
52.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
49.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
48.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
48.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
47.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
46.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
45.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
43.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
34.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.2
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Normal
0.2
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Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
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
