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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.
DLAT 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
19.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
64.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
DLAT is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
5.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
4.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
3.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
2.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
2.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
1.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DLAT 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
19.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
37.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DLAT 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
10.2
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
4.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
4.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
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Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
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Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
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Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
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Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
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Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
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Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
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Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
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.