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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.
ACOT13 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
8.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ACOT13 is potential prognostic, high expression is favorable 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
8.4
Number of samples
486
Samples
Sample
Description
TPM
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
5.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
5.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
3.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ACOT13 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
8.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ACOT13 is potential prognostic, high expression is unfavorable 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
8.0
Number of samples
207
Samples
Sample
Description
TPM
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
5.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
4.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
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Tumor
0.6
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Normal
0.6
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Tumor
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
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Tumor
0.5
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Tumor
0.5
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
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Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
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Normal
0.4
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Tumor
0.4
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
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Normal
0.3
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Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
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Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
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Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
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Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
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Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
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Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
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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Normal
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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Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
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Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
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Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
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Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
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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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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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
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
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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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
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.7
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Tumor
-0.8
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Tumor
-0.8
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Tumor
-0.9
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Tumor
-0.9
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Tumor
-0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.2
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
