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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.
TOR2A 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
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TOR2A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.3
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
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.
TOR2A 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
TOR2A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
