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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.
TARS2 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
48.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
42.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
40.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
TARS2 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TARS2 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
16.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
33.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TARS2 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
12.8
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
1.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
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Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
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Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
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Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
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Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
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Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.1
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
