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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.
LDAH is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
LDAH 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LDAH 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
9.0
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
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
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.
LDAH 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
